A Review Journal of The Institute of Mathematical Statistics.
Volume 21, Number 2
Publication Date: May 2006
Frontmatter
Editorial Board
Table of Contents
A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research
Wolfgang Jank and Galit Shmueli; 113-115
Collecting and Analyzing e-Commerce Data
Moving from Data-Constrained to Data-Enabled Research: Experiences and Challenges in Collecting, Validating and Analyzing Large-Scale e-Commerce Data
Ravi Bapna, Paulo Goes, Ram Gopal and James R. Marsden; 116-130
Evaluating Pricing Strategy Using e-Commerce Data: Evidence and Estimation Challenges
Anindya Ghose and Arun Sundararajan; 131-142
Privacy and Confidentiality in an e-Commerce World: Data Mining, Data Warehousing, Matching and Disclosure Limitation
Stephen E. Fienberg; 143-154
Functional Data Analysis in e-Commerce
Functional Data Analysis in Electronic Commerce Research
Wolfgang Jank and Galit Shmueli; 155-166
Opportunities and Challenges Applying Functional Data Analysis to the Study of Open Source Software Evolution
Katherine J. Stewart, David P. Darcy and Sherae L. Daniel; 167-178
Modeling On-Line Art Auction Dynamics Using Functional Data Analysis
Srinivas K. Reddy and Mayukh Dass; 179-193
The Timing of Bid Placement and Extent of Multiple Bidding: An Empirical Investigation Using eBay Online Auctions
Sharad Borle, Peter Boatwright and Joseph B. Kadane; 194-205
Estimating Causality via Propensity Scores
Estimating the Causal Effects of Marketing Interventions Using Propensity Score Methodology
Donald B. Rubin and Richard P. Waterman; 206-222
Do CRM Systems Cause One-to-One Marketing Effectiveness?
Sunil Mithas, Daniel Almirall and M. S. Krishnan; 223-233
Data Mining in e-Commerce
Data Mining in Electronic Commerce
David L. Banks and Yasmin H. Said; 234-246
Household-Specific Regressions Using Clickstream Data
Avi Goldfarb and Qiang Lu; 247-255
Marketing via Social Networks and Word-of-Mouth
Network-Based Marketing: Identifying Likely Adopters via Consumer Networks
Shawndra Hill, Foster Provost and Chris Volinsky; 256-276
A Statistical Measure of a Population’s Propensity to Engage in Post-Purchase Online Word-of-Mouth
Chrysanthos Dellarocas and Ritu Narayan; 277-285
A Conversation with Chris Heyde
Paul Glasserman and Steven Kou; 286-298
